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Constructing an Interactive Natural Language Interface for Relational Databases

Summary: NaLIR: interactive NL interface for relational databases, guiding user interaction to interpret complex queries across domains. Converts NL to SQL with aggregation, nesting, and joins; validated by user studies showing practical usability for naive users. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11372
Venue
VLDB
Year
2015
Pagerank
0.00026838277
Overall Rank
179 | 98.78%
DOI
10.14778/2735508.2735516

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{li_vldb15,
        title = {{Constructing an Interactive Natural Language Interface for Relational Databases}},
        author = {Li, Fei and Jagadish, H. V.},
        journal = {PVLDB},
        series = {{VLDB} '15},
        volume = {8},
        number = {1},
        pages = {73--84},
        doi = {10.14778/2735508.2735516},
        url = {https://doi.org/10.14778/2735508.2735516},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 53 citing papers.

Rank Citing Paper Year Venue Pagerank
459 ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores 2016 VLDB 0.00018101318
865 Natural language to SQL: Where are we today? 2020 VLDB 0.00013521464
1,165 Foofah: Transforming Data By Example 2017 SIGMOD 0.00011860616
1,444 CatSQL: Towards Real World Natural Language to SQL Applications 2023 VLDB 0.00010769944
1,828 Making the Case for Query-by-Voice with EchoQuery 2016 SIGMOD 9.6689075e-05
2,039 ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems 2024 VLDB 9.2721259e-05
2,048 Duoquest: A Dual-Specification System for Expressive SQL Queries 2020 SIGMOD 9.2560185e-05
2,079 DBPal: A Fully Pluggable NL2SQL Training Pipeline 2020 SIGMOD 9.2060425e-05
2,175 From Natural Language Processing to Neural Databases 2021 VLDB 9.0215773e-05
2,778 DBPal: A Learned NL-Interface for Databases 2018 SIGMOD 8.1305875e-05
3,339 A Deep Dive into Deep Learning Approaches for Text-to-SQL Systems 2021 SIGMOD 7.5047676e-05
3,354 MT-Teql: Evaluating and Augmenting Neural NLIDB on Real-world Linguistic and Schema Variations 2022 VLDB 7.4918609e-05
3,381 Ava: From Data to Insights Through Conversation 2017 CIDR 7.4571963e-05
3,589 Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins 2022 VLDB 7.2812353e-05
4,593 Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data 2019 SIGMOD 6.6138904e-05
4,602 Provenance for Natural Language Queries 2017 VLDB 6.6107638e-05
4,809 Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks 2021 SIGMOD 6.4984309e-05
5,077 Verifying Text Summaries of Relational Data Sets 2019 SIGMOD 6.3730257e-05
5,078 State of the Art and Open Challenges in Natural Language Interfaces to Data 2020 SIGMOD 6.3728705e-05
5,130 Natural Language Data Management and Interfaces: Recent Development and Open Challenges 2017 SIGMOD 6.354484e-05
5,132 Facilitating SQL Query Composition and Analysis 2020 SIGMOD 6.3534526e-05
5,174 An In-Depth Benchmarking of Text-to-SQL Systems 2021 SIGMOD 6.3337874e-05
5,440 SpeakQL: Towards Speech-driven Multimodal Querying 2019 SIGMOD 6.2185146e-05
5,454 ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines 2020 SIGMOD 6.2134177e-05
5,671 Question Answering Over Knowledge Graphs: Question Understanding Via Template Decomposition 2018 VLDB 6.1262839e-05
5,738 SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data 2020 SIGMOD 6.1045268e-05
5,976 Interactive Browsing and Navigation in Relational Databases 2016 VLDB 6.0219844e-05
5,999 Exploratory Querying of Extended Knowledge Graphs 2016 VLDB 6.0137042e-05
6,267 Automated Validating and Fixing of Text-to-SQL Translation with Execution Consistency 2025 SIGMOD 5.9348282e-05
6,530 Natural Language Querying of Complex Business Intelligence Queries 2019 SIGMOD 5.8500871e-05
6,936 Reliable Text-to-SQL with Adaptive Abstention 2025 SIGMOD 5.7349543e-05
7,175 NLProveNAns: Natural Language Provenance for Non-Answers 2018 VLDB 5.6820504e-05
7,718 Bootstrapping an End-to-End Natural Language Interface for Databases 2019 SIGMOD 5.5604921e-05
7,788 A Natural Language Interface for Querying General and Individual Knowledge 2015 VLDB 5.5446256e-05
8,987 Constructing Expressive Relational Queries with Dual-Specification Synthesis 2020 CIDR 5.3387464e-05
9,112 Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans 2021 SIGMOD 5.3218986e-05
9,136 Sphinteract: Resolving Ambiguities in NL2SQL Through User Interaction 2025 VLDB 5.3166292e-05
9,305 The Power of Constraints in Natural Language to SQL Translation 2025 VLDB 5.289545e-05
9,482 ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations 2018 VLDB 5.2634238e-05
9,763 NLProv: Natural Language Provenance 2016 VLDB 5.2234888e-05
9,945 ParSEval: Plan-aware Test Database Generation for SQL Equivalence Evaluation 2025 VLDB 5.1915905e-05
9,977 Towards Autonomous, Hands-Free Data Exploration 2020 CIDR 5.1845938e-05
10,389 PLForge: Enhancing Language Models for Natural Language to Procedural Extensions of SQL 2026 SIGMOD 5.093636e-05
10,398 Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding 2026 SIGMOD 5.093636e-05
10,998 SiriusBI: A Comprehensive LLM-Powered Solution for Data Analytics in Business Intelligence 2025 VLDB 5.093636e-05
11,719 DatAgent: The Imminent Age of Intelligent Data Assistants 2021 VLDB 5.093636e-05
11,737 DBTagger: Multi-Task Learning for Keyword Mapping in NLIDBs Using Bi-Directional Recurrent Neural Networks 2021 VLDB 5.093636e-05
11,748 Toward Pure Natural Language Interaction with Databases 2020 CIDR 5.093636e-05
11,773 Analysis of Database Search Systems with THOR 2020 SIGMOD 5.093636e-05
11,785 An Ontology-Based Conversation System for Knowledge Bases 2020 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

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